Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003270

The MH-36 locality cells most similar to this Nanded cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001665

distance 0.225

#2 · Jalgaoncell 4780007699

distance 0.228 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690003359

distance 0.235 · cross-district

#4 · Laturcell 4810001650

distance 0.243 · cross-district

#5 · Jalgaoncell 4780007797

distance 0.25 · cross-district

#6 · Hingolicell 4770000003

distance 0.25 · cross-district

#7 · Laturcell 4810003706

distance 0.262 · cross-district

#8 · Nandedcell 4850002093

distance 0.266

#9 · Nandedcell 4850002062

distance 0.266

#10 · Nandedcell 4850006265

distance 0.266

#11 · Nandedcell 4850003591

distance 0.266

#12 · Ahmednagarcell 4660010591

distance 0.267 · cross-district

#13 · Laturcell 4810006039

distance 0.27 · cross-district

#14 · Jalgaoncell 4780008046

distance 0.272 · cross-district

#15 · Washimcell 4990003108

distance 0.275 · cross-district

#16 · Beedcell 4700007934

distance 0.277 · cross-district

#17 · Nandedcell 4850000576

distance 0.278

#18 · Chhatrapati Sambhajinagarcell 4690004143

distance 0.278 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":485,"cluster_id":4850003270}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.